← Core Methods
Machine Learning › Core Methods ›

Classification

15289 directly classified papers

Papers per year

Papers

Social Role Discovery in Human Events CVPR 2013
CODA: High Dimensional Copula Discriminant Analysis JMLR 2013
Algorithms for Discovery of Multiple Markov Boundaries JMLR 2013
A Theory of Multiclass Boosting JMLR 2013
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013
Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood JMLR 2013
Clustered Support Vector Machines AISTATS 2013
MAGIC Summoning: Towards Automatic Suggesting and Testing of Gestures With Low Probability of False Positives During Use JMLR 2013
Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013
QuantMiner for Mining Quantitative Association Rules JMLR 2013
JKernelMachines: A Simple Framework for Kernel Machines JMLR 2013
Dynamic Affine-Invariant Shape-Appearance Handshape Features and Classification in Sign Language Videos JMLR 2013
A Plug-in Approach to Neyman-Pearson Classification JMLR 2013
Efficient Active Learning of Halfspaces: An Aggressive Approach JMLR 2013
The Rate of Convergence of AdaBoost JMLR 2013
Convex and Scalable Weakly Labeled SVMs JMLR 2013
Distribution-Dependent Sample Complexity of Large Margin Learning JMLR 2013
Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting JMLR 2013
Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems JMLR 2013
Multicategory Large-Margin Unified Machines JMLR 2013
Query Induction with Schema-Guided Pruning Strategies JMLR 2013
Algorithms and Hardness Results for Parallel Large Margin Learning JMLR 2013
Beyond Fano's Inequality: Bounds on the Optimal F-Score, BER, and Cost-Sensitive Risk and Their Implications JMLR 2013
Random Projections for Support Vector Machines AISTATS 2013
A Deep Architecture for Matching Short Texts NIPS 2013